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The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
NUDT1 is potential prognostic, high expression is unfavorable in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
48.9
Number of samples
254
Samples
Sample
Description
TPM
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
150.4
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
110.1
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
107.0
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
104.6
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
98.2
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
97.1
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
94.9
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
94.8
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
92.8
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
91.4
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
84.9
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
82.6
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
80.2
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
80.0
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
79.8
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
77.5
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
76.8
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
76.5
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
75.1
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
74.7
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
74.6
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
74.5
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
74.3
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
73.6
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
73.6
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
73.3
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
72.9
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
72.1
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
71.2
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
70.7
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
70.2
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
69.5
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
68.4
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
68.2
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
67.7
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
66.7
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
66.6
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
65.9
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
65.7
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
65.6
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
65.3
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
64.8
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
64.3
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
64.1
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
63.5
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
62.7
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
62.7
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
62.2
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
62.1
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
62.1
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
61.9
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
61.4
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
61.0
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
60.8
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
60.7
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
60.5
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
60.4
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
60.3
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
60.2
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
59.5
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
59.5
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
59.5
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
59.2
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
58.7
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
58.7
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
58.6
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
58.5
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
58.5
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
58.4
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
58.3
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
58.1
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
58.0
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
57.7
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
57.7
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
57.6
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
57.5
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
57.3
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
56.2
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
56.2
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
55.8
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
55.7
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
55.6
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
54.9
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
54.2
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
53.8
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
53.8
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
53.4
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
53.1
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
53.0
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
52.9
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
52.7
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
52.5
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
52.5
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
52.5
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
51.8
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
51.7
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
51.7
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
51.7
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
51.3
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
51.2
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
50.9
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
50.7
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
50.5
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
50.4
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
50.4
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
50.4
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
49.8
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
49.8
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
49.8
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
49.5
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
49.4
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
49.4
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
49.1
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
48.9
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
48.7
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
48.6
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
48.3
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
48.2
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
48.2
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
47.7
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
47.5
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
47.3
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
47.2
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
47.1
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
47.0
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
46.9
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
46.6
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
46.6
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
46.5
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
46.4
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
46.0
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
45.9
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
45.9
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
45.3
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
44.9
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
44.7
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
44.3
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
44.2
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
43.9
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
43.8
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
42.8
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
42.8
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
42.7
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
42.7
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
42.7
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
42.4
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
42.4
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
42.3
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
42.2
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
42.2
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
42.0
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
42.0
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
42.0
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
41.8
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
41.7
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
41.7
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
41.6
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
41.3
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
41.2
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
41.0
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
40.8
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
40.7
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
40.6
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
40.6
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
40.6
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
40.5
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
40.3
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
40.2
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
40.1
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
40.1
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
40.0
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
39.7
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
39.7
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
39.5
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
39.4
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
39.4
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
39.1
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
38.4
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
38.3
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
38.1
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
38.1
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
38.0
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
37.9
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
37.8
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
37.3
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
37.2
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
37.0
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
36.3
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
36.3
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
36.0
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
36.0
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
36.0
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
36.0
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
35.8
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
35.8
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
35.4
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
34.6
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
34.6
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
34.5
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
34.5
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
33.7
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
33.7
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
33.3
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
33.3
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
33.1
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
32.9
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
32.6
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
32.5
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
32.3
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
32.3
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
32.2
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
32.1
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
32.0
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
31.8
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
31.7
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
31.4
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
31.0
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
30.9
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
30.7
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
30.7
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
30.6
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
30.2
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
30.1
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
30.0
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
29.6
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
29.5
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
28.9
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
28.5
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
28.0
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
27.9
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
27.9
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
27.2
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
27.1
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
26.5
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
26.1
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
24.9
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
24.3
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
23.8
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
23.7
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
23.2
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
23.2
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
22.8
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
22.6
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
22.5
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
22.2
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
21.8
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
21.3
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
20.5
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
19.8
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
19.3
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
17.6
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
15.1
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
14.6
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
NUDT1 is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
13.9
Number of samples
486
Samples
Sample
Description
TPM
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
32.8
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
32.8
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
32.0
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
31.9
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
31.5
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
31.3
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
30.9
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
29.5
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
28.9
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
28.5
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
28.2
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
27.2
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
26.7
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
26.5
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
25.7
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
25.7
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
25.6
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
24.7
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
24.5
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
24.5
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
24.0
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
23.8
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
23.4
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
23.1
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
23.1
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
22.9
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
22.7
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
22.7
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
22.6
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
22.5
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
22.2
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
22.1
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
22.1
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
22.1
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
21.7
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
21.5
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
21.5
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
21.5
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
21.4
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
21.1
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
21.0
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
20.9
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
20.9
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
20.7
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
20.5
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
20.4
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
20.4
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
20.4
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
20.3
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
20.2
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
20.2
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
20.0
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
20.0
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
19.9
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
19.9
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
19.9
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
19.9
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
19.6
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
19.6
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
19.5
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
19.4
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
19.3
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
19.3
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
19.2
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
19.2
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
19.1
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
19.0
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
18.9
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
18.8
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
18.8
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
18.8
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
18.7
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
18.7
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
18.6
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
18.5
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
18.5
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
18.4
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
18.4
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
18.4
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
18.4
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
18.3
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
18.3
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
18.3
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
18.3
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
18.2
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
18.1
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
18.1
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
17.9
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
17.9
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
17.9
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
17.9
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
17.9
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
17.8
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
17.8
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
17.7
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
17.7
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
17.7
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
17.6
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
17.6
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
17.5
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
17.3
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
17.3
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
17.2
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
17.0
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
17.0
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
16.9
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
16.9
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
16.9
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
16.9
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
16.8
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
16.8
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
16.7
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
16.6
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
16.6
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
16.6
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
16.6
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
16.5
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
16.5
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
16.4
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
16.4
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
16.3
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
16.3
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
16.3
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
16.3
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
16.3
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
16.3
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
16.3
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
16.2
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
16.2
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
16.1
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
16.1
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
16.1
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
16.1
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
16.1
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
16.1
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
16.0
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
15.9
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
15.9
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
15.9
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
15.9
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
15.8
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
15.8
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
15.8
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
15.8
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
15.7
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
15.7
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
15.6
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
15.6
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
15.6
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
15.6
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
15.6
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
15.5
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
15.5
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
15.4
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
15.4
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
15.4
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
15.4
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
15.4
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
15.4
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
15.4
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
15.3
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
15.3
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
15.2
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
15.2
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
15.2
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
15.2
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
15.1
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
15.0
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
15.0
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
15.0
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
15.0
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
15.0
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
15.0
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
15.0
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
15.0
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
14.9
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
14.9
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
14.8
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
14.8
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
14.8
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
14.8
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
14.8
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
14.8
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
14.8
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
14.7
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
14.7
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
14.7
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
14.7
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
14.6
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
14.6
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
14.5
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
14.5
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
14.5
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
14.5
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
14.4
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
14.4
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
14.4
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
14.3
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
14.3
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
14.3
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
14.2
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
14.2
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
14.2
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
14.2
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
14.2
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
14.1
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
14.1
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
14.0
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
14.0
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
14.0
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
14.0
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
14.0
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
14.0
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
13.9
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
13.9
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
13.9
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
13.9
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
13.9
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
13.9
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
13.8
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
13.8
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
13.8
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
13.8
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
13.8
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
13.7
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
13.7
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
13.7
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
13.7
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
13.7
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
13.7
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
13.6
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
13.6
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
13.6
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
13.5
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
13.5
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
13.5
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
13.4
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
13.4
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
13.4
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
13.4
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
13.4
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
13.4
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
13.4
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
13.3
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
13.2
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
13.2
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
13.2
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
13.2
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
13.1
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
13.1
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
13.1
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
13.1
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
13.1
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
13.1
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
13.1
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
13.1
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
13.0
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
13.0
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
13.0
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
13.0
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
13.0
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
13.0
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
12.9
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
12.9
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
12.9
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
12.9
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
12.8
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
12.8
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
12.8
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
12.8
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
12.8
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
12.7
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
12.7
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
12.7
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
12.7
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
12.7
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
12.6
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
12.6
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
12.6
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
12.5
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
12.5
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
12.5
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
12.4
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
12.4
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
12.4
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
12.3
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
12.3
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
12.3
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
12.3
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
12.3
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
12.2
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
12.1
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
12.1
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
12.0
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
12.0
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
12.0
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
12.0
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
12.0
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
11.9
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
11.9
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
11.9
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
11.9
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
11.9
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
11.9
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
11.9
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
11.8
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
11.8
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
11.8
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
11.8
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
11.7
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
11.7
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
11.7
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
11.7
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
11.7
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
11.7
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
11.6
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
11.6
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
11.6
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
11.6
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
11.6
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
11.6
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
11.6
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
11.5
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
11.5
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
11.5
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
11.5
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
11.5
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
11.4
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
11.4
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
11.4
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
11.3
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
11.3
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
11.3
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
11.2
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
11.1
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
11.1
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
11.1
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
11.0
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
11.0
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
11.0
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
10.9
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
10.9
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
10.9
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
10.9
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
10.9
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
10.9
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
10.9
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
10.9
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
10.8
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
10.8
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
10.7
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
10.6
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
10.6
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
10.6
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
10.6
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
10.6
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
10.6
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
10.6
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
10.6
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
10.5
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
10.5
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
10.4
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
10.4
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
10.4
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
10.4
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
10.4
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
10.4
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
10.3
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
10.2
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
10.2
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
10.2
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
10.2
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
10.1
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
10.1
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
10.1
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
10.1
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
10.0
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
10.0
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
10.0
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
10.0
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
10.0
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
10.0
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
10.0
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
9.9
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
9.9
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
9.9
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
9.9
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
9.9
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
9.8
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
9.8
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
9.8
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
9.8
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
9.8
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
9.8
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
9.7
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
9.7
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
9.7
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
9.6
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
9.6
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
9.6
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
9.6
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
9.6
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
9.5
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
9.5
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
9.5
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
9.5
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
9.4
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
9.4
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
9.4
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
9.4
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
9.3
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
9.3
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
9.2
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
9.2
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
9.2
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
9.2
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
9.2
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
9.2
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
9.0
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
9.0
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
9.0
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
9.0
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
9.0
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
9.0
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
8.9
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
8.9
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
8.9
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
8.9
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
8.8
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
8.8
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
8.8
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
8.7
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
8.7
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
8.7
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
8.7
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
8.5
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
8.5
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
8.4
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
8.4
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
8.4
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
8.3
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
8.3
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
8.2
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
8.2
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
8.2
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
8.2
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
8.1
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
8.1
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
8.1
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
8.1
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
8.1
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
8.0
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
8.0
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
8.0
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
7.9
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
7.9
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
7.8
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
7.8
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
7.8
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
7.7
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
7.7
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
7.7
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
7.7
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
7.6
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
7.6
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
7.5
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
7.5
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
7.4
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
7.3
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
7.3
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
7.2
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
7.1
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
7.1
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
7.0
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
7.0
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
7.0
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
7.0
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
6.7
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
6.1
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
6.1
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
6.0
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
5.7
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
5.1
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
4.8
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.6
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
NUDT1 is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
49.6
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
217.3
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
119.6
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
96.5
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
87.0
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
81.3
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
74.6
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
73.0
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
70.5
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
67.2
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
67.0
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
63.4
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
62.5
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
61.9
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
60.5
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
60.4
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
60.3
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
60.2
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
59.5
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
59.4
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
58.9
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
58.1
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
57.9
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
56.6
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
55.7
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
54.6
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
54.5
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
54.4
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
54.3
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
53.7
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
53.0
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
52.6
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
52.4
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
51.9
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
51.3
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
49.6
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
49.2
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
47.8
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
47.8
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
47.7
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
47.5
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
47.5
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
47.4
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
47.4
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
47.1
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
46.4
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
45.9
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
45.5
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
44.7
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
44.3
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
44.1
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
43.5
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
43.5
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
43.0
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
42.7
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
42.6
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
42.5
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
40.8
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
40.4
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
40.3
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
40.2
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
40.2
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
39.3
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
39.0
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
38.9
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
38.3
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
38.2
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
37.1
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
35.7
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
35.3
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
34.9
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
34.6
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
34.6
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
33.9
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
33.3
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
32.2
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
31.3
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
29.8
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
29.6
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
28.0
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
27.4
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
27.1
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
26.4
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
24.7
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
24.1
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
21.6
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
20.2
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
NUDT1 is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
12.3
Number of samples
207
Samples
Sample
Description
TPM
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
43.6
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
38.0
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
24.7
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
23.9
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
22.9
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
22.9
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
22.9
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
21.9
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
21.2
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
21.1
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
20.7
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
20.7
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
20.6
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
20.5
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
20.0
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
19.7
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
19.1
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
18.7
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
18.6
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
18.4
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
18.3
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
18.0
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
17.8
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
17.6
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
17.6
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
17.2
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
17.0
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
17.0
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
16.9
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
16.8
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
16.6
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
16.5
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
16.4
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
16.3
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
16.3
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
16.3
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
16.2
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
16.1
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
16.1
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
16.0
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
16.0
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
15.8
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
15.7
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
15.7
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
15.5
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
15.4
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
15.3
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
15.3
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
15.0
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
14.9
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
14.8
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
14.8
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
14.7
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
14.7
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
14.5
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
14.4
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
14.4
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
14.4
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
14.2
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
14.1
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
14.1
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
14.1
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
14.0
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
14.0
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
13.5
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
13.5
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
13.3
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
13.3
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
13.2
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
13.2
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
13.2
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
13.2
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
13.1
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
13.0
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
13.0
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
13.0
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
13.0
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
12.9
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
12.8
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
12.8
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
12.8
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
12.8
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
12.7
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
12.7
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
12.7
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
12.6
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
12.6
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
12.5
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
12.4
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
12.4
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
12.4
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
12.3
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
12.2
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
12.2
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
12.1
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
12.1
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
12.0
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
12.0
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
11.9
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
11.9
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
11.9
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
11.9
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
11.9
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
11.8
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
11.7
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
11.5
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
11.5
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
11.5
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
11.5
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
11.4
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
11.4
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
11.3
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
11.3
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
11.3
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
11.3
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
11.2
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
11.2
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
11.2
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
11.1
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
11.1
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
11.1
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
11.0
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
11.0
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
10.9
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
10.9
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
10.8
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
10.7
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
10.7
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
10.7
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
10.6
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
10.6
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
10.6
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
10.4
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
10.4
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
10.3
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
10.3
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
10.3
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
10.3
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
10.0
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
9.9
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
9.8
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
9.6
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
9.6
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
9.6
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
9.5
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
9.5
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
9.3
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
9.2
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
9.1
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
9.0
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
9.0
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
9.0
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
9.0
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
9.0
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
8.9
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
8.8
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
8.8
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
8.8
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
8.7
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
8.5
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
8.5
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
8.5
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
8.4
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
8.3
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
8.3
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
8.3
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
8.3
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
8.2
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
8.2
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
8.2
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
8.1
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
8.1
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
8.1
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
8.1
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
8.0
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
7.9
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
7.8
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
7.7
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
7.6
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
7.6
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
7.6
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
7.5
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
7.5
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
7.5
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
7.4
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
7.2
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
7.0
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
7.0
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
6.9
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
6.8
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
6.7
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
6.7
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
6.6
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
6.6
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
6.3
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
6.3
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
6.2
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
6.0
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
6.0
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
5.9
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
5.7
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
5.7
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
5.6
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
5.3
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
4.9
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
3.8
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
3.2
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
1.0
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.8
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.8
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.8
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.7
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.7
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.7
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.6
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.6
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.5
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.5
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.5
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.5
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.4
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.4
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.4
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.4
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.4
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.4
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.4
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.3
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.3
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.3
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.3
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.3
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.3
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.3
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.3
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.3
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.2
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.2
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.2
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.2
b2400046-1d25-429d-a821-6040a6
Tumor
0.2
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.2
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.2
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.2
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.2
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.2
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.2
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.2
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.2
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.1
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.1
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.1
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.1
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.1
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.1
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.1
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.1
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.1
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.1
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.1
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.1
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.1
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.1
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.0
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.0
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.0
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.0
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.0
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.0
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.0
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.0
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.0
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.0
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.0
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.0
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.0
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.0
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.0
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.0
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.1
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.1
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
-0.1
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.1
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-0.1
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-0.1
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.1
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.1
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-0.1
5e886f1c-8165-4232-9591-d80799_D2
Normal
-0.1
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
-0.1
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.2
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.2
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.2
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
-0.2
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.2
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.2
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-0.2
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-0.2
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.2
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.2
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
-0.2
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-0.2
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
-0.2
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
-0.2
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.2
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-0.2
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.3
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.3
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-0.3
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
-0.4
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.4
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-0.4
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-0.4
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-0.4
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
-0.4
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.5
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
-0.5
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.5
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.5
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-0.6
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.6
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.7
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.7
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
-0.9
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
